The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 15 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Assertion Supported
Masad: ChatGPT has triggered psychotic breaks by reinforcing delusions
“There's high-profile cases where people have psychotic breaks because they have, like, delusions of grandeur and things like that, and ChatGPT is, like, reinforcing that, and that's, like, really bad.”
Amjad Masad Jan 31, 2026 ▶ 53:52 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Prediction Not checkable as stated
Gavet: Startups attempting to compete with ChatGPT will probably fail
“And frankly, if you're an entrepreneur and your dream is to compete with ChatGPT, you're probably not going to succeed because of the compute power and the data sets required to even remotely have a shot at competing. So the only businesses that might compete …”
Maëlle Gavet Jan 31, 2024 ▶ 18:47 Exploding Kitten's Elan Lee explains his AI collaboration | Masters of Scale
Opinion
Suleyman: Google's LaMDA Was 'ChatGPT Way Before ChatGPT'
“So in many ways, it was ChatGPT way before ChatGPT, and we were completely blown away with how good your seventh and 10th turn of conversation was with the model, because it obviously had the prior turns of interaction in its working memory.”
Mustafa Suleyman Sep 29, 2023 ▶ 12:00 Empathy in AI (Inflection AI’s Mustafa Suleyman) | Masters of Scale
Prediction Not checkable as stated
Hoffman: Multiple AI agents will coexist rather than one dominant winner
“My view is we're going to actually have a world of a number of different agents. I don't think there's going to be one agent to rule them all”
Reid Hoffman Aug 21, 2023 ▶ 16:26 Reid Hoffman: Prepare for where AI is headed next | Masters of Scale
Prediction Not checkable as stated
Masad: Kids will learn programming by osmosis using Replit and ChatGPT
“And I promise you, your kids will learn programming by osmosis. Like, They can just, like, see, they're gonna get curious at some point, they run into a bug, they're gonna go around and ask you at GPT, and that's how I think the organic learning process happen…”
Amjad Masad Jan 31, 2026 ▶ 8:42 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Insight
Hoffman: AI hallucinations can still accelerate human productivity
“And so even in this kind of hallucination case because of the research, it was actually still an accelerant. It just is an accelerant in a way that kind of proves the point from my earlier book, Impromptu, and also part of what I'm trying to say in Superagency…”
Reid Hoffman Apr 3, 2025 ▶ 26:20 Reid Hoffman's AI start-up aims to cure cancer | Masters of Scale
Insight
Taylor: Conversational interaction is the most ergonomic software interface
“My intuition is that with the advent of large language models and ChatGPT being that inflection point with large language models, talking to software is perhaps the most ergonomic way we can interact with software because you don't need an instruction manual t…”
Bret Taylor Aug 8, 2024 ▶ 2:50 OpenAI’s Bret Taylor & Reid Hoffman: Your business can’t wait until AI is perfect | Masters of Scale
Assertion Not checkable as stated
Lakhani: Despite widespread trial, only 10% of professionals use generative AI daily
“So, like, 80%, 90% say they've used it. 75% to 70% say that it's going to change their job, their career, whatever. Then I ask, how many of you use these tools every day in your professional life? 10%. 10% say yes. So what I see is, there's a massive knowing d…”
Professor Karim Lakhani Aug 7, 2024 ▶ 17:05 Rana el Kaliouby & HBS Professor Karim Lakhani: How AI is impacting productivity at work
Opinion
Kawasaki: Leading AI models lack distinct brand positioning and differentiation
“Like today, if I had to explain to someone when to use ChatGPT, when to use Bard, when to use Perplexity, when to use Claude, when to use all this, you know, I don't know if I could, I can't. I mean, I use all fives kind of at random, and it's like, in the car…”
Guy Kawasaki Apr 12, 2024 ▶ 16:11 Guy Kawasaki on lessons from Apple, Canva, and his trailblazing journey in tech | Masters of Scale
Prediction Not checkable as stated
Gelsinger: ChatGPT-scale AI breakthroughs will emerge every two years for a decade
“But the next two years, we're going to have the next chat GPT. And then two years later, the next one and the next one and the next one. You know, we see a decade or more of continued evolution.”
Pat Gelsinger Dec 18, 2023 ▶ 6:01 Inside Intel’s AI ambitions (with Intel Corporation's Pat Gelsinger) | Masters of Scale
Assertion Not checkable as stated
Hoffman says he was unaware OpenAI was launching ChatGPT
“I didn't know they were going to launch ChatGPT when they were doing it. That was outside my awareness and focus.”
Reid Hoffman Aug 21, 2023 ▶ 16:16 Reid Hoffman: Prepare for where AI is headed next | Masters of Scale
Assertion Supported
Lakhani: ChatGPT generates willingness-to-pay estimates that match real consumer data
“My colleague Ayelet Israeli has a consumer intelligence lab at our institute, and she's, she has shown that you could do consumer research with ChatGPT. You can do market research. You can get willingness to pay estimates that match real consumer data”
Professor Karim Lakhani Aug 7, 2024 ▶ 11:08 Rana el Kaliouby & HBS Professor Karim Lakhani: How AI is impacting productivity at work
Insight
Bret Taylor: AI hallucinations violate 30 years of deterministic computing expectations
“Because we have been trained for the past 30 years to think of Computers as these extremely powerful rules engines. A correctly running computer was entirely deterministic, right? A correctly running computer could look up facts. When you search something in G…”
Bret Taylor Aug 8, 2024 ▶ 4:25 OpenAI’s Bret Taylor & Reid Hoffman: Your business can’t wait until AI is perfect | Masters of Scale
Assertion Not checkable as stated
Gustafsson: Generative AI creates linguistically complex and convincing phishing emails
“We're seeing phishing emails being crafted using these tools. The linguistic complexity of those emails has got far broader as it becomes much easier for people to communicate in a way that feels much more natural and human.”
Poppy Gustafsson Feb 22, 2024 ▶ 8:48 Battling cyber attacks and deepfakes with AI (with Darktrace's Poppy Gustafsson) | Masters of Scale
Opinion
Krishna: NYT columnists said ChatGPT's Thanksgiving meal required ordering pizza
“The general consensus was if I went to someone's Thanksgiving dinner and they served this, I'd be ordering pizza afterwards.”
Priya Krishna Jan 2, 2024 ▶ 10:29 Highlights to inspire your 2024 (with Ron Howard, Daymond John, Reshma Saujani) | Masters of Scale
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